Cross-Reference to Related Applications
Field of the Invention
[0002] The present invention relates generally to methods and systems for monitoring physiological
and athletic performance characteristics of a subject. More particularly, the invention
relates to improved methods and systems for determining a plurality of physiological
and athletic performance characteristics, and characterizing respiratory activity
and associated events, as well as spatial parameters, in real time. The methods and
systems of the present invention can be applied in a variety of fields, e.g., health
care, medical diagnosis and monitoring, and athletic monitoring and coaching.
Background of the Invention
[0003] In medical diagnosis and treatment of a subject, it is often necessary to assess
one or more physiological characteristics; particularly, respiratory characteristics.
A key respiratory characteristic is respiratory air volume (or tidal volume). Respiratory
air volume and other respiratory characteristics are also useful to assess athletic
performance, for example, by aiding in detection of changes in physiological state
and/or performance characteristics.
[0004] Monitoring physiological and performance parameters of a subject can be important
in planning and evaluating athletic training and activity. A subject may exercise
or otherwise engage in athletic activity for a variety of reasons, including, for
example, maintaining or achieving a level of fitness, to prepare for or engage in
competition, and for enjoyment. The subject may have a training program tailored to
his or her fitness level and designed to help him or her progress toward a fitness
or exercise goal. Physiological and performance parameters of a subject can provide
useful information about the subject's progression in a training program, or about
the athletic performance of the subject. In order to accurately appraise the subject's
fitness level or progress toward a goal, it may be useful to determine, monitor, and
record various physiological or performance parameters, and related contextual information.
[0005] Various methods and systems utilizing heart rate have been introduced to approximate
effort and physiological stress during exercise. Convenient, practicable, and comfortable
means of measuring pulmonary ventilation in non-laboratory conditions, however, have
been scarce. While of good value, heart rate can only give an approximation as to
the true physiological state of an athlete or medical patient, as it can be confounded
by external factors including, for example, sleep levels, caffeine, depressants, beta
blockers, stress levels, hydration status, temperature, etc. Furthermore, accurate
use of heart rate to gauge physiological performance requires knowledge of the amount
of blood flowing to the muscles, which in turn requires knowledge of the instantaneous
stroke volume of the heart as well as the rate of pumping. These parameters can be
difficult to determine while a subject is engaging in a physical activity.
[0006] Various conventional methods and systems have been employed to measure (or determine)
tidal volume. One method includes having the patient or subject breathe into a mouthpiece
connected to a flow rate measuring device. Flow rate is then integrated to provide
air volume change.
[0007] As is well known in the art, there are several drawbacks and disadvantages associated
with employing a mouthpiece. A significant drawback associated with a mouthpiece and
nose-clip measuring device is that the noted items cause changes in the monitored
subject's respiratory pattern (i.e., rate and volume). Tidal volume determinations
based on a mouthpiece and nose-clip are, thus, often inaccurate.
[0008] A mouthpiece is difficult to use for monitoring athletic performance as well as for
long term monitoring, especially for ill, sleeping, or anesthetized subjects. It is
uncomfortable for the subject, tends to restrict breathing, and is generally inconvenient
for the physician or technician to use. Monitoring respiratory characteristics using
a mouthpiece is particularly impractical in the athletic performance monitoring context.
During athletic activities, the mouthpiece interferes with the athlete's performance.
The processing and collection accessories necessary to monitor the breathing patterns
captured by the mouthpiece add further bulk to such devices. These systems also typically
require an on-duty technician to set up and operate, further complicating their use.
[0010] Although the noted systems eliminate many of the disadvantages associated with a
mouthpiece, the systems do not, in general, provide an accurate measurement of tidal
volume. Further, the systems are typically only used to signal an attendant when a
subject's breathing activity changes sharply or stops.
[0011] A further means for determining tidal volume is to measure the change in size (or
displacement) of the rib cage and abdomen, as it is well known that lung volume is
a function of these two parameters. A number of systems and devices have been employed
to measure the change in size (i.e., Δ circumference) of the rib cage and abdomen,
including mercury in rubber strain gauges, pneumobelts, respiratory inductive plethysmograph
(RIP) belts, and magnetometers. See,
D.L. Wade, "Movements of the Thoracic Cage and Diaphragm in Respiration", J. Physiol.,
pp. 124-193 (1954),
Mead, et al., "Pulmonary Ventilation Measured from Body Surface Movements", Science,
pp. 196, 1383-1384 (1967).
[0012] RIP belts are a common means employed to measure changes in the cross-sectional areas
of the rib cage and abdomen. RIP belts include conductive loops of wire that are coiled
and sewed into an elastic belt. As the coil stretches and contracts in response to
changes in a subject's chest cavity size, a magnetic field generated by the wire changes.
The output voltage of an RIP belt is generally linearly related to changes in the
expanded length of the belt and, thus, changes in the enclosed cross-sectional area.
[0013] In practice, measuring changes in the cross-sectional areas of the abdomen can increase
the accuracy of RIP belt systems. To measure changes in the cross-sectional areas
of the rib cage and abdomen, one belt is typically secured around the mid-thorax and
a second belt is typically placed around the mid-abdomen.
[0014] RIP belts can also be embedded in a garment, such as a shirt or vest, and appropriately
positioned therein to measure rib cage and abdominal displacements, and other anatomical
and physiological parameters, such as jugular venous pulse, respirationrelated intra-plural
pressure changes, etc. Illustrative is the VivoMetrics, Inc. LifeShirt
® disclosed in
U.S. Patent No. 6,551,252, issued April 22, 2003 and
U.S. Patent No. 6,341,504, issued January 29, 2002, each of which is incorporated by reference herein in its entirety.
[0015] There are some drawbacks, however, to many RIP belt systems. For example, RIP belts
are expensive in terms of material construction and in terms of the electrical and
computing power required to operate them. In addition, the coils are generally large
and tight on the chest and therefore can be cumbersome and uncomfortable for the athlete.
[0016] Other technologies have been developed in an attempt to monitor respiratory characteristics
of a subject while avoiding the drawbacks of RIP belt systems. These technologies
generally work on a strain gauge principle and are often textile based. However, such
technologies suffer significantly from motion interference that, by and large, renders
them useless in athletic training applications where motion is necessarily at a relatively
high level.
[0017] In an attempt to rectify the drawbacks of the RIP belt and strain gauge systems,
various magnetometer systems have been recently developed to measure displacements
of the rib cage and abdomen. Respiratory magnetometer systems typically comprise one
or more tuned pairs of air-core magnetometers or electromagnetic coils. Other types
of magnetometers sensitive to changes in distance therebetween can also be used. One
magnetometer is adapted to transmit a specific high frequency AC magnetic field and
the other magnetometer is adapted to receive the field. The paired magnetometers are
responsive to changes in a spaced distance therebetween; the changes being reflected
in changes in the strength of the magnetic field.
[0018] To measure changes in (or displacement of) the anteroposterior diameter of the rib
cage, a first magnetometer is typically placed over the sternum at the level of the
4th intercostal space and the second magnetometer is placed over the spine at the
same level. Using additional magnetometers can increase the accuracy of the magnetometer
system. For example, to measure changes in the anteroposterior diameter of the abdomen,
a third magnetometer can be placed on the abdomen at the level of the umbilicus and
a fourth magnetometer can be placed over the spine at the same level.
[0019] Over the operational range of distances, the output voltage is linearly related to
the distance between two magnetometers provided that the axes of the magnetometers
remain substantially parallel to each other. As rotation of the axes can change the
voltage, the magnetometers are typically secured to the subject's skin in a parallel
fashion and rotation due to the motion of underlying soft tissue is minimized.
[0020] As set forth herein, magnetometers can also be embedded in or carried by a wearable
garment, such as a shirt or vest. The wearable monitoring garment eliminates the need
to attach the magnetometers directly to the skin of a subject and, hence, resolves
all issues related thereto. The wearable monitoring garment also facilitates repeated
and convenient positioning of magnetometers at virtually any appropriate (or desired)
position on a subject's torso.
[0021] Various methods, algorithms, and mathematical models have been employed with the
aforementioned systems to determine tidal volume and other respiratory characteristics.
In practice, "two-degrees-of-freedom" models are typically employed to determine tidal
volume from RIP belt-derived rib cage and abdominal displacements.
[0022] The "two-degrees-of-freedom" models are premised on the inter-related movements by
and between the thoracic cavity and the anterior and lateral walls of the rib cage
and the abdomen, i.e., since the first rib and adjacent structures of the neck are
relatively immobile, the moveable components of the thoracic cavity are taken to be
the anterior and lateral walls of the rib cage and the abdomen. Changes in volume
of the thoracic cavity will then be reflected by displacements of the rib cage and
abdomen.
[0023] As is well known in the art, displacement (i.e., movement) of the rib cage can be
directly assessed with an RIP belt. Diaphragm displacement cannot, however, be measured
directly. But, since the abdominal contents are essentially incompressible, caudal
motion of the diaphragm relative to the pelvis and the volume it displaces is reflected
by outward movement of the anterolateral abdominal wall.
[0024] The "two-degrees-of-freedom" model embraced by many in the field holds that tidal
volume (V
T) is equal to the sum of the volume displacements of the rib cage and abdomen, i.e.:

where RC and Ab represent linear displacements of the rib cage and abdomen, respectively,
and α and β represent volume-motion coefficients.
[0025] The accuracy of the "two-degrees-of-freedom" model and, hence, methods employing
same to determine volume-motion coefficients of the rib cage and abdomen, is limited
by virtue of changes in spinal flexion that can accompany changes in posture. It has
been found that V
T can be over or under-estimated by as much as 50% of the vital capacity with spinal
flexion and extension. See,
McCool, et al., "Estimates of Ventilation From Body Surface Measurements in Unrestrained
Subjects", J. Appl. Physiol., vol. 61, pp. 1114-1119 (1986) and
Paek, et al., "Postural Effects on Measurements of Tidal Volume From Body Surface
Displacements", J. Appl. Physiol., vol. 68, pp. 2482-2487 (1990).
[0026] There are two major causes that contribute to the noted error and, hence, limitation.
A first contributing cause of the error is due to the substantial displacement of
the summed rib cage and abdomen signals that occurs with isovolume spinal flexion
and extension or pelvic rotation.
[0027] The second contributing cause of the error is due to posturally-induced changes in
volume-motion coefficients. With isovolume spinal flexion, the rib cage comes down
with respect to the pelvis and the axial dimension of the anterior abdominal wall
becomes smaller. Therefore, less abdominal cavity is bordered by the anterior abdominal
wall.
[0028] With a smaller anterior abdominal wall surface to displace, a given volume displacement
of the abdominal compartment would be accompanied by a greater outward displacement
of the anterior abdominal wall. The abdominal volume-motion coefficient would accordingly
be reduced.
[0029] It has, however, been found that the addition of a measure of the axial motion of
the chest wall e.g., changes in the distance between the xiphoid and the pubic symphysis
(Xi), provides a third degree of freedom, which, when employed to determine tidal
volume (V
T) can reduce the posture related error associated with the "two-degrees-of-freedom"
model to within 15% of that measured by spirometry. See,
Paek, et al., "Postural Effects on Measurements of Tidal Volume From Body Surface
Displacements", J. Appl. Physiol., vol. 68, pp. 2482-2487 (1990); and
Smith, et al., "Three Degree of Freedom Description of Movement of the Human Chest
Wall", J. Appl. Physiol., Vol. 60, pp. 928-934 (1986).
[0031] Various methods, algorithms and models are similarly employed with the magnetometer
systems to determine tidal volume (V
T) and other respiratory characteristics based on measured displacements of the rib
cage, abdomen, and chest wall. The model embraced by many in the field is set forth
in Equation 2 below:

where:
ΔRC represents the linear displacement of the rib cage;
ΔAb represents the linear displacement of the abdomen;
ΔXi represents axial displacement of the chest wall;
α represents a rib cage volume-motion coefficient;
β represents an abdominal volume-motion coefficient; and
γ represents a chest wall volume-motion coefficient.
[0032] There are, however, similarly several drawbacks and disadvantages associated with
the noted "three-degrees-of-freedom" model. A major drawback is that posture related
errors in tidal volume determinations are highly probable when a subject is involved
in freely moving postural tasks, e.g., bending, wherein spinal flexion and/or extension
is exhibited.
[0033] The most pronounced effect of spinal flexion is on the abdominal volume-motion coefficient
(β). With bending, β decreases as the xiphi-umbilical distance decreases.
[0034] Various approaches and models have thus been developed to address the noted dependency
and, hence, enhance the accuracy of tidal volume (V
T) determinations. In copending
U.S. Patent Application No. 12/231,692, a modified "three-degrees-of-freedom" model is employed to address the dependence
of β on the xiphi-umbilical distance, i.e.:

where:
ΔRC represents the linear displacement of the rib cage;
ΔAb represents the linear displacement of the abdomen;
ΔXi represents the change in the xiphi-umbilical distance from an upright position;
α represents a rib cage volume-motion coefficient;
β represents an abdominal volume-motion coefficient;
βu represents the value of the abdominal volume-motion coefficient (β) in the upright
position;
ε represents the linear slope of the relationship of β as a function of the xiphi-umbilical
distance Xi;
(Bu + εXi) represents the corrected abdominal volume-motion coefficient; and
γ represents a xiphi-umbilical volume-motion coefficient.
[0035] The "three-degrees-of-freedom" model reflected in Equation 3 above and the associated
magnetometer systems and methods disclosed in co-pending
U.S. Patent Application No. 12/231,692 have been found to reduce the posture related error(s) in tidal volume (V
T) and other respiratory characteristic determinations. There are, however, several
issues with the disclosed magnetometer systems and methods. One issue is that the
magnetometer systems require complex calibration algorithms and associated techniques
to accurately determine tidal volume (V
T) and other respiratory characteristics. A further issue, which is discussed in detail
herein, is that the chest wall and respiratory data provided by the disclosed systems
(and associated methods) is limited and, hence, limits the scope of respiratory characteristics
and activity determined therefrom.
BRIEF SUMMARY OF THE INVENTION
[0036] The present invention provides apparatuses and methods for improved monitoring of
a subject's respiratory characteristics, which is of particular use in the fields
of athletic performance monitoring and medical evaluation. In accordance with the
above objects and those that will be mentioned and will become apparent below, a fitness
monitoring system for monitoring a subject engaged in a physical activity, in accordance
with one embodiment of the invention, includes a first subsystem including a first
plurality of paired electromagnetic coils disposed proximate to a subject, the first
subsystem being configured to generate and transmit a plurality of coil signals, each
of the plurality of coil signals representing a change in the distance between a pair
of electromagnetic coils, and a second subsystem in communication with the first subsystem,
the second subsystem being configured to receive the plurality of coil signals.
[0037] The monitoring system can be configured to measure and/or calculate various performance
parameters associated with an athlete's physical activity, as explained in further
detail below.
[0038] The monitoring system may include or communicate with one or more sensors for detecting
information used to measure and/or calculate performance parameters. Suitable sensors
may include, for example, the sensors disclosed in commonly owned
U.S. Patent Application No. 11/892,023, filed February 19, 2009, titled "Sports Electronic Training System, and Applications Thereof", commonly owned
U.S. Patent Application No. 12/467,944, filed May 18, 2009, titled "Portable Fitness Monitoring Systems, and Applications Thereof", and commonly
owned
U.S. Patent Application No. 12/836,421, filed July 14, 2010, titled "Fitness Monitoring Methods, Systems, and Program Products, and Applications
Thereof", each of which is incorporated by reference herein in its entirety.
[0039] In accordance with another embodiment of the invention, a method for monitoring a
subject engaged in a physical activity is provided. The method includes transmitting
a plurality of coil signals, wherein the plurality of coil signals is generated by
a first plurality of paired electromagnetic coils disposed proximate to a subject,
and wherein each of the plurality of coil signals is representative of a change in
the distance between a pair of electromagnetic coils, and receiving the plurality
of coil signals.
[0040] In accordance with another embodiment of the invention, a monitoring system for noninvasively
monitoring physiological parameters of a subject is provided. The monitoring system
includes (i) a magnetometer subsystem having a first plurality of paired magnetometers,
each of the first plurality of paired magnetometers being responsive to changes in
a spaced distance therebetween, the magnetometer subsystem being adapted to generate
and transmit a plurality of magnetometer signals, each of the magnetometer signals
representing a change in spaced distance between a respective one of the first plurality
of paired magnetometers, the first plurality of paired magnetometers being positioned
at a plurality of first spaced magnetometer positions, at least a second plurality
of the first plurality of paired magnetometers being positioned at second spaced magnetometer
positions proximate the subject's chest region, and (ii) a processor subsystem in
communication with the magnetometer subsystem and adapted to receive the plurality
of magnetometer signals, the processor subsystem being programmed and adapted to control
the magnetometer subsystem, the processor subsystem being further programmed and adapted
to process the magnetometer signals, the processor subsystem including at least one
empirical relationship for determining at least one respiratory characteristic from
the plurality of magnetometer signals, and adapted to generate and transmit at least
one respiratory characteristic signal representing the respiratory characteristic.
[0041] In accordance with another embodiment of the invention, the monitoring system includes
a data monitoring subsystem programmed and adapted to receive the respiratory characteristic
signal, the data monitoring subsystem being programmed and adapted to recognize and
display the respiratory characteristic represented by the respiratory characteristic
signal.
[0042] In accordance with another embodiment of the invention, the monitoring system includes
a transmission subsystem adapted to control transmission of the first plurality of
magnetometer signals from the magnetometer subsystem to the processor subsystem and
the respiratory characteristic signal from the processor subsystem to the data monitoring
subsystem.
[0043] In accordance with another embodiment of the invention, the transmission subsystem
includes a wireless communication network.
[0044] In accordance with another embodiment of the invention, the monitoring system includes
at least one physiological sensor adapted to detect at least one physiological characteristic
associated with the subject, the physiological sensor being further adapted to generate
and transmit at least one physiological parameter signal representing the detected
physiological characteristic.
[0045] In accordance with another embodiment of the invention, the monitoring system includes
at least one spatial parameter sensor adapted to detect orientation and motion of
the subject, the spatial parameter sensor being further adapted to generate and transmit
a first spatial parameter signal representing a detected orientation of the subject
and a second spatial parameter signal representing a detected motion of the subject.
[0046] In accordance with another embodiment of the invention, the processor subsystem is
further programmed and adapted to determine movement of the subject's chest wall based
on the first plurality of magnetometer signals, and to generate and transmit a chest
wall signal representing the chest wall movement.
[0047] In accordance with another embodiment of the invention, the processor subsystem is
further programmed and adapted to determine at least one respiratory activity of the
subject based on the chest wall movement, and to generate and transmit a respiratory
activity signal representing the respiratory activity.
[0048] In accordance with another embodiment of the invention, the processor subsystem is
further programmed and adapted to generate at least one three-dimensional model of
the subject's chest wall from the first plurality of magnetometer signals.
[0049] In accordance with another embodiment of the invention, the processor subsystem includes
a plurality of stored adverse physiological characteristics, and the processor subsystem
is further programmed and adapted to compare the detected physiological characteristic
to the plurality of stored adverse physiological characteristics, and to generate
and transmit a warning signal if the detected physiological characteristic is one
of the plurality of stored adverse physiological characteristics.
[0050] In accordance with another embodiment of the invention, the processor subsystem includes
a first plurality of chest wall parameters, each of the first plurality of chest wall
parameters having at least a third plurality of magnetometer signals and at least
a first spatial parameter associated therewith, each of the first plurality of chest
wall parameters representing a first respiratory characteristic and first anatomical
parameter.
[0051] In accordance with another embodiment of the invention, the processor subsystem is
further programmed and adapted to compare the first plurality of magnetometer signals
and the spatial parameter signals to the first plurality of chest wall parameters,
to select a respective one of the first plurality of chest wall parameters based on
the first plurality of magnetometer signals and the spatial parameter signals, and
to generate and transmit at least a first chest wall parameter signal representing
the selected first chest wall parameter.
BRIEF DESCRIPTION OF THE FIGURES
[0052] Further features and advantages will become apparent from the following and more
particular description of the present invention, as illustrated in the accompanying
drawings, and in which like referenced characters generally refer to the same parts
or elements throughout the views.
FIG. 1 is a schematic illustration of a physiology monitoring system, according to
one embodiment of the invention.
FIG. 2 is a schematic illustration of a dual-paired electromagnetic coil arrangement,
according to one embodiment of the invention.
FIG. 3 is a side view of a subject, showing the position of the dual-paired electromagnetic
coil arrangement of FIG. 2 on the subject, according to one embodiment of the invention.
FIG. 4 is a perspective view of the subject, showing the position of electromagnetic
coils on the front of the subject, according to one embodiment of the invention.
FIG. 5 is a plane view of the subject's back, showing the position of electromagnetic
coils thereon, according to one embodiment of the invention.
FIGS. 6 and 7 are schematic illustrations of a multiple-paired electromagnetic coil
arrangement, according to one embodiment of the invention.
FIG. 8 is a perspective view of a subject, showing the position of the multiple-paired
electromagnetic coils shown in FIG. 6 on the front of the subject, according to one
embodiment of the invention.
FIG. 9 is a plane view of the subject's back, showing the position of electromagnetic
coils thereon, according to one embodiment of the invention.
FIG. 10-12 are schematic illustrations of coil transmission axes provided by several
multiple-paired coil embodiments of the invention.
FIG. 13 is a perspective view of a subject, showing alternative positions of the multiple-paired
electromagnetic coils shown in FIG. 6 on the front of the subject, according to another
embodiment of the invention.
FIG. 14 is a plane view of the subject's back, showing the positioning of three pairs
of electromagnetic coils thereon, according to another embodiment of the invention.
FIG. 15 is a plane view of the subject's back, showing alternative positions of the
paired electromagnetic coils shown in FIG. 14 thereon, according to another embodiment
of the invention.
FIG. 16 is a perspective view of a subject, showing the position of six pairs of electromagnetic
coils on the front and one side of the subject, according to another embodiment of
the invention.
FIG. 17 is a plane view of the subject's back, showing the position of five pairs
of electromagnetic coils on the back and both sides of the subject, according to another
embodiment of the invention.
DETAILED DESCRIPTION OF THE INVENTION
[0053] Before describing the present invention in detail, it is to be understood that this
invention is not limited to particularly exemplified methods, apparatuses, systems,
or circuits, as such may, of course, vary. Thus, although a number of methods and
systems similar or equivalent to those described herein can be used in the practice
of the present invention, the preferred methods, apparatus and systems are described
herein.
[0054] It is also to be understood that the terminology used herein is for the purpose of
describing particular embodiments of the invention only and is not intended to be
limiting.
[0055] Unless defined otherwise, all technical and scientific terms used herein have the
same meaning as commonly understood by one having ordinary skill in the art to which
the invention pertains.
[0056] As used in this specification and the appended claims, the singular forms "a", "an",
and "the" include plural referents unless the content clearly dictates otherwise.
[0057] Further, all publications, patents, and patent applications cited herein, whether
supra or
infra, are hereby incorporated by reference in their entirety.
[0058] The publications discussed herein are provided solely for their disclosure prior
to the filing date of the present application. Nothing herein is to be construed as
an admission that the present invention is not entitled to antedate such publication(s)
by virtue of prior invention. Further, the dates of publication may be different from
the actual publication dates, which may need to be independently confirmed.
Definitions
[0059] The terms "respiratory parameter" and "respiratory characteristic", as used herein,
mean and include a characteristic associated with the respiratory system and functioning
thereof, including, without limitation, breathing frequency (fB), tidal volume (V
T), inspiration volume (V
I), expiration volume (V
E), minute ventilation (VE), inspiratory breathing time, expiratory breathing time,
and flow rates (e.g., rates of change in the chest wall volume). The terms "respiratory
parameter" and "respiratory characteristic" further mean and include inferences regarding
ventilatory mechanics from synchronous or asynchronous movements of the chest wall
compartments.
[0060] According to the present invention, flow rates and respiratory accelerations can
be determined from a volume signal. Further, numerous inferences regarding ventilatory
mechanics can be drawn from the degree of asynchrony in movement occurring amongst
the discrete compartments that make up the chest wall.
[0061] The terms "respiratory system disorder", "respiratory disorder", and "adverse respiratory
event", as used herein, mean and include any dysfunction of the respiratory system
that impedes the normal respiration or ventilation process.
[0062] The terms "physiological parameter" and "physiological characteristic", as used herein,
mean and include, without limitation, electrical activity of the heart, electrical
activity of other muscles, electrical activity of the brain, pulse rate, blood pressure,
blood oxygen saturation level, skin temperature, and core temperature.
[0063] The terms "spatial parameter" and "spatial characteristic", as used herein, mean
and include a subject's orientation and/or movement.
[0064] The terms "patient" and "subject", as used herein, mean and include humans and animals.
[0065] Pulmonary ventilation, tidal volume, respiratory rate, and other associated respiratory
characteristics can provide a reliable and practical measure of oxygen and carbon
dioxide transpiration in a living body. Respiratory characteristics are directly related
to exercise effort, physiological stress, and other physiological characteristics.
One way to externally determine tidal volume is to measure the change in thoracic
volume. Change in thoracic volume is caused by the expansion and contraction of the
lungs. As the gas pressure in the lungs at the maxima and minima of the pressure ranges
is equilibrated to surrounding air pressure, there is a very close and monotonic relationship
between the volume of the lungs and the volume of air inspired.
[0066] Accurate measurement of the change in thoracic volume involves measuring the change
in the diameter of the chest at the ribcage. Measurement of the change in the diameter
of the chest below the ribcage can provide additional accuracy to the measurement.
Monitoring changes in the diameter of the chest below the ribcage can account for
diaphragm delivered breathing where the contraction and relaxation of the diaphragm
muscle causes the organs of the abdomen to be pushed down and outwards, thereby increasing
the available volume of the lungs.
[0067] Monitoring and analyzing respiratory characteristics can be particularly useful in
athletic applications, as there is a direct link between performance and an athlete's
processing of oxygen and carbon dioxide. For example, in many athletic training situations,
it is helpful to know when the athlete's body transitions between aerobic exercise
and anaerobic exercise, sometimes referred to as the athlete's ventilatory threshold.
Crossing over the ventilatory threshold level is an indicator of pending performance
limitations during sport activities. For example, it can be beneficial for athletes
to train in the anaerobic state for limited periods of time. However, for many sports,
proper training requires only limited periods of anaerobic exercise interrupted by
lower intensity aerobic exercises. It is difficult for an athlete to determine which
state, anaerobic or aerobic, he or she is in without referencing physiological characteristics
such as respiratory characteristics. Therefore, respiratory monitoring and data processing
can provide substantial benefits in athletic training by allowing for accurate and
substantially instantaneous measurements of the athlete's exercise state. Changes
in an athlete's ventilatory threshold over time, as well as patterns of tidal volume
during postexercise recovery, can be valuable to measure improvements in the athlete's
fitness level over the course of a training regime. Respiratory monitoring can further
allow for monitoring and analyzing changes in a subject's resting metabolic rate.
[0068] A second ventilatory threshold exists at the point when the load on the body is such
that the pulmonary ventilation is no longer sufficient to support life sustainably.
Dwelling too long in this state will lead to collapse and so determination of this
point can be of value in medical applications, and particularly to first responders
and other emergency response personnel.
[0069] As indicated above, the present invention is directed to noninvasive methods and
associated systems for monitoring the physiological status of a subject; particularly,
the status of the subject's respiratory system. Magnetometers can be used, and can
be embedded in or carried by a wearable garment, such as a shirt or vest. The wearable
monitoring garment eliminates the need to attach the magnetometers directly to the
skin of a subject and, hence, resolves all issues related thereto. The wearable monitoring
garment also facilitates repeated and convenient positioning of magnetometers at virtually
any appropriate (or desired) position on a subject's torso.
[0070] As will be readily appreciated by one having ordinary skill in the art, the methods
and systems of the invention provide numerous significant advantages over conventional
methods and systems for monitoring physiological status. Among the advantages are
the provision of physiology monitoring methods and systems that provide (i) accurate,
real-time determination of a plurality of physiological characteristics, (ii) accurate
determination of a plurality of respiratory parameters and characteristics, (iii)
accurate assessment of chest wall movement(s) and the relationship(s) thereof to respiratory
activity and respiratory associated events, such as speaking and coughing, (iv) real-time
determination and characterization of respiratory events, and (v) real-time determination
and characterization of a subject's orientation and movement.
[0071] A further significant advantage is the provision of additional and pertinent data
relating to chest wall movement that facilitates three-dimensional modeling of chest
wall shape and movement of ambulatory subjects.
[0072] Another significant advantage of the present invention is the provision of systems
and associated methods that facilitate evaluation and quantification of ventilatory
mechanics, e.g., synchronous and asynchronous movement of the chest wall compartments.
As will readily be appreciated by one having ordinary skill in the art, this has implications
in many fields of use, including applications related to specific disease states,
such as asthma and chronic obstructive pulmonary disease (COPD), and acute disease
states, such as pneumo-thorax and pulmonary embolism.
[0073] Another advantage of the present invention is the provision of systems for accurately
determining tidal volume (V
T) and other respiratory characteristics that do not require complex calibration algorithms
and associated methods. This similarly has significant implications in many fields
of use, including applications related to specific disease states, such as COPD.
[0074] Several embodiments of the physiology monitoring systems and associated methods of
the invention will now be described in detail. It is understood that the invention
is not limited to the systems and associated methods described herein. Indeed, as
will be appreciated by one having ordinary skill in the art, systems and associated
methods similar or equivalent to the described systems and methods can also be employed
within the scope of the present invention.
[0075] Further, although the physiology monitoring systems and associated methods are described
herein in connection with monitoring physiological parameters and characteristics
in a human body, the invention is in no way limited to such use. The physiology monitoring
systems and associated methods of the invention can also be employed to monitor physiological
parameters in nonhuman bodies. The physiology monitoring systems and associated methods
of the invention can also be employed in non-medical contexts, e.g., determining volumes
and/or volume changes in extensible bladders used for containing liquids and/or gasses.
[0076] Referring first to Fig. 1, there is shown a schematic illustration of one embodiment
of a physiology monitoring system according to the present invention. As illustrated
in Fig. 1, the physiology monitoring system 10 preferably includes a data acquisition
subsystem 20, a control-data processing subsystem 40, a data transmission subsystem
50, a data monitoring subsystem 60, and a power source 70, such as a battery.
Data Acquisition Subsystem
[0077] In accordance with one embodiment of the invention, the data acquisition subsystem
20 includes means for acquiring anatomical parameters that can be employed to determine
at least one respiratory characteristic, more preferably a plurality of respiratory
characteristics, in cooperation with control-data processing subsystem 40, and, in
some embodiments, data monitoring subsystem 60. The anatomical parameters may include
changes in (or displacements of) the anteroposterior diameters of the rib cage and
abdomen, and axial displacement of the chest wall. The means for acquiring the noted
parameters, e.g., sensors. The sensors can include paired electromagnetic coils or
magnetometers.
[0078] Although the present invention is described herein in terms of magnetometers and
magnetometer systems, it is understood that other types of sensor systems capable
of measuring changes in distance between two or more sensors in the system can be
used in place of, or in addition to, magnetometers. Specifically, the invention is
not limited to the use of electromagnetic coils or magnetometers to measure changes
in the anteroposterior diameters of the rib cage and abdomen, and axial displacement
of the chest wall. Various additional means and devices that can be readily adapted
to measure the noted anatomical parameters can be employed within the scope of the
invention. Such means and devices include, without limitation, Hall effect sensors
and electronic compass sensors. Wireless sensors with the capability of measuring
time delay in a signal sent from one sensor to another and thereby determine the distance
between the two sensors can be substituted for or provided in addition to magnetometers
in accordance with the present invention.
[0079] According to the invention, at least two magnetometers can be employed to measure
the noted subject parameters (or displacements). In some embodiments of the invention,
two pairs of magnetometers are employed. In some embodiments, more than two pairs
of magnetometers are employed.
[0080] Referring now to Fig. 2, there is shown one embodiment of a dual-paired electromagnetic
coil arrangement for detecting and measuring displacement(s) of the rib cage, abdomen,
and chest wall. As illustrated in Fig. 2, the electromagnetic coils include first
transmission and receive coils 22a, 22b, and second transmission and receive coils
24a, 24b. In Fig. 2, the letter T designates the transmission coils and the letter
R designates the receiving coils, however, the coils are not limited to such designations.
The electromagnetic coils of embodiments of the present invention are described as
"receiving" or "transmitting," however, each receiving coil can alternatively and
independently be a transmitting coil, and each transmitting coil can alternatively
and independently be a transmitting coil. Coils can also perform both receiving and
transmitting functions.
[0081] Details of the noted arrangement and associated embodiments (discussed below) are
set forth in co-pending
U.S. Patent Application No. 12/231,692, filed September 5, 2008, co-pending
U.S. Patent Application No. 61/275,576, filed September 1, 2009, and co-pending
U.S. Patent Application No. 12/869,576, filed concurrently herewith, each of which, as indicated above, is expressly incorporated
by reference herein in its entirety.
[0082] As set forth in the noted applications, in some embodiments of the invention, at
least receive coil 24b is adapted to receive coil transmissions from each of transmission
coils 22a, 24a (i.e., at least receive coil 24b may be a dual function coil, where
"dual function coil" refers to a coil capable of receiving transmissions from a plurality
of different transmission coils). In some embodiments, each receive coil 22b, 24b
is adapted to receive transmissions from each transmission coil 22a, 24a.
[0083] Referring now to Figs. 3-5, there is shown the position of coils 22a, 22b, 24a, 24b
on a subject or patient 100, in accordance with one embodiment of the invention. As
illustrated in Figs. 3-5, first transmission coil 22a is preferably positioned on
front 101 of subject 100 proximate the umbilicus of subject 100, and first receive
coil 22b is preferably positioned proximate the same axial position, but on back 102
of subject 100. Second receive coil 24b is preferably positioned on front 101 of subject
100 proximate the base of the sternum, and second transmission coil 24a is preferably
positioned proximate the same axial position, but on back 102 of subject 100.
[0084] As set forth in co-pending
U.S. Patent Application No. 12/231,692, the positions of transmission coils 22a, 24a and receive coils 22b, 24b can be reversed
(i.e., transmission coil 22a and receive coil 24b can be placed on back 102 of subject
100 and transmission coil 24a and receive coil 22b can be placed on front 101 of subject
100. Both transmission coils 22a and 24a can also be placed on front 101 or back 102
of subject 100 and receive coils 22b and 24b can be placed on the opposite side.
[0085] Referring back to Fig. 3, an arrow 23 represents the chest wall or, in this instance,
the xiphi-umbilical distance (Xi) that is monitored. An arrow 25 represents the monitored
rib cage distance, while an arrow 29 represents the monitored abdominal distance.
[0086] In accordance with one embodiment of the invention, wherein coil 24b is a dual function
coil, as subject or patient 100 breathes, displacement(s) of the rib cage and abdomen
(i.e., changes in the distance between each pair of coils 22a, 22b and 24a, 24b, denoted,
respectively, by arrow 29 and arrow 25), is determined from measured changes in voltage
between paired coils 22a, 22b and 24a, 24b. The axial displacement of the chest wall,
denoted by arrow 23, (e.g., xiphi-umbilical distance (Xi)), is also determined from
measured changes in voltage between transmission coil 22a and receive coil 24b.
[0087] As indicated above, in some embodiments of the invention, more than two pairs of
electromagnetic coils can be employed. As set forth in
U.S. Patent Application No. 61/275,575, filed September 1, 2009, and co-pending
U.S. Patent Application No. 12/869,582, filed concurrently herewith, each of which is incorporated by reference herein in
its entirety, adding additional electromagnetic coils in anatomically appropriate
positions on a subject provides numerous significant advantages over dual-paired coil
embodiments. Among the advantages is the provision of additional (and pertinent) data
and/or information regarding chest wall movement(s) and the relationship(s) thereof
to respiratory activity and respiratory associated events, such as speaking, sneezing,
laughing, and coughing.
[0088] Further, the multiple single, cross, and interaction axes of the electromagnetic
coil transmissions that result from the additional coils (and placement thereof) provide
highly accurate quantification of changes in chest wall volume, and facilitate three-dimensional
modeling of chest wall shape and movement of ambulatory subjects, and the evaluation
and quantification of ventilatory mechanics, e.g., synchronous and asynchronous movement
of the chest wall compartments.
[0089] Referring now to Figs. 6-17, the multiple-paired coil embodiments of the invention
will now be described in detail. It is, however, to be understood that the invention
is not limited to the multiple-paired coil embodiments described herein. As will be
appreciated by one having ordinary skill in the art, the multiple-paired coil embodiments
can include any number of additional electromagnetic coils (e.g., 3, 4, 5, 6, 7, 8,
9, 10). For example, in embodiments using three magnetometers, for example, electromagnetic
coils, it is understood that the three electromagnetic coils can function as multiple
pairs. Specifically, referring to the coils as first, second, and third coils, the
first coil can form a pair with the second coil and the first coil can also form a
pair with the third coil. In addition, the second coil can also form a pair with the
third coil. Thus, a magnetometer system utilizing three electromagnetic coils can
be configured to form one, two, or three pairs. Each of the first, second, and third
coils can be configured to transmit signals, receive signals, or to both receive and
transmit signals. A magnetometer can communicate with a plurality of other magnetometers,
and therefore a particular magnetometer can form a part of more than one pair. The
position of the additional coils and the function thereof can also be readily modified
and/or adapted for a particular application within the scope of the present invention.
[0090] Referring first to Figs. 6-8, there is shown one embodiment of the multiplepaired
coil embodiment of the invention. As illustrated in Fig. 7, the noted embodiment similarly
includes electromagnetic coils 22a, 22b, 24a, 24b. According to the invention, any
of the aforementioned dual-paired coil embodiments associated with coils 22a, 22b,
24a, 24b can be employed with the multiple-paired coil embodiments of the invention.
[0091] As also illustrated in Figs. 6 and 7, the multiple-paired coil embodiment can further
includes at least two additional pairs of electromagnetic coils: third transmission
coil 32a, third receive coil 32b, fourth transmission coil 34a, and fourth receive
coil 34b.
[0092] In some embodiments of the invention, at least one of the two additional receive
coils 32b, 34b is a dual function coil and, hence, adapted to receive transmissions
from each of transmission coils 32a, 22a, 34a. In some embodiments, each receive coil
32b, 34b is adapted to receive transmissions from each transmission coil 32a, 22a,
34a.
[0093] Referring now to Figs. 8 and 9, there is shown the position of coils 22a, 22b, 24a,
24b, 32a, 32b, 34a, 34b on a subject or patient 100, in accordance with one embodiment
of the invention. As illustrated in Figs. 8 and 9, first transmission coil 22a is
preferably positioned on front 101 of subject 100 proximate the umbilicus of subject
100, and first receive coil 22b is preferably positioned proximate the same axial
position, but on back 102 of subject 100. Second receive coi124b is preferably positioned
on front 101 of subject 100 proximate the base of the sternum, and second transmission
coil 24a is positioned proximate the same axial position, but on back 102 of subject
100.
[0094] Third transmission coil 32a is preferably positioned on front 101 of subject 100
and axially spaced to the right of first transmission coil 22a. Fourth transmission
coil 34a is preferably positioned on front 101 of subject 100 and axially spaced to
the left of first transmission coil 22a. In the illustrated embodiment, each transmission
coil 32a, 22a, 34a is preferably positioned proximate the same axial plane (denoted
"AP
1" in Figs. 6 and 7).
[0095] Third receive coil 32b is preferably positioned on front 101 of subject 100 and axially
spaced to the right of second receive coil 24b. Fourth receive coil 34b is preferably
positioned on front 101 of subject 100 and axially spaced to the left of second receive
coil 24b. Preferably, each receive coil 32b, 24b, 34b is similarly positioned proximate
the same axial plane (denoted "AP
2" in Figs. 6 and 7).
[0096] As will readily be appreciated by one having ordinary skill in the art, the axial
spacing of coils 32a, 32b, 34a, 34b will, in many instances, be dependant on the body
size and structure of the subject, e.g., adult, female, male, adolescent. The distance
between and amongst the coils can also vary with the degree of measurement precision
required or desired.
[0097] Preferably, in the noted embodiment, the axial spacing between coils 32a, 32b, 34a,
34b and coils 22a, 22b, 24a, 24b is substantially equal or uniform.
[0098] As indicated above, a significant advantage of the multiple-paired coil embodiments
of the invention is the provision of multiple single, cross, and interaction coil
transmission axes that facilitate three-dimensional modeling of chest wall shape and
movement of ambulatory subjects, and evaluation and quantification of ventilatory
mechanics, e.g., synchronous and asynchronous movement of the chest wall compartments.
[0099] A further significant advantage of the multiple-paired coil embodiments of the invention
is that real-time, three-dimensional models of the chest wall can be created by simultaneous
monitoring of the chest wall with the multiple-paired coils of the invention.
[0100] Another advantage is that with sufficiently tight tolerances on the coil field strength(s),
volume calibration would not be necessary. Measurement precision would, thus, be determined
by the geometrical void spaces between the various coil pairs.
[0101] Referring now to Figs. 10-12, there are shown several schematic illustrations of
coil transmission axes provided by three multiple-paired coil embodiments of the invention.
Referring first to Fig. 10, there is shown one embodiment, wherein each receive coil
32b, 24b, 34b, 22b is a single function coil. Receive coil 32b is adapted to receive
a transmission T
32 from transmission coil 32a. Receive coil 24b is adapted to receive a transmission
T
22 from transmission coil 22a. Receive coil 34b is adapted to receive a transmission
T
34 from transmission coil 34a. Receive coil 22b is adapted to receive a transmission
T
24 from transmission coil 24a.
[0102] Referring now to Fig, 12, there is shown another embodiment, wherein receive coil
24b is a dual function coil. Receive coil 32b is adapted to receive transmission T
32 from transmission coil 32a, receive coil 34b is adapted to receive transmission T
34 from transmission coil 34a, and receive coil 22b is adapted to receive transmission
T
24 from transmission coil 24a. Receive coil 24b is, however, adapted to receive transmission
T
32 from transmission coil 32a, transmission T
22 from transmission coil 22a, transmission T
34 from transmission coil 34a, and transmission T
24 from transmission coil 24a.
[0103] In a further embodiment, illustrated in Fig. 11, each receive coil 32b, 24b, 34b,
22b is a dual function coil. As illustrated in Fig. 11, receive coil 32b is adapted
to receive transmission T
32 from transmission coil 32a, transmission T
22 from transmission coil 22a, transmission T
34 from transmission coil 34a, and transmission T
24 from transmission coil 24a. Receive coils 24b, 34b, and 22b are also adapted to receive
transmission T
32 from transmission coil 32a, transmission T
22 from transmission coil 22a, transmission T
34 from transmission coil 34a, and transmission T
24 from transmission coil 24a.
[0104] The noted multiple-paired coil embodiments significantly enhance the available data
and information associated with chest wall movement and, hence, respiratory activity
and respiratory associated events. The additional data and information also facilitates
the evaluation and quantification of ventilatory mechanics, e.g., synchronous and
asynchronous movement of the chest wall compartments.
[0105] The supplemental coil transmissions (or signals) can also be readily employed to
reduce or eliminate the frequency and impact of magnetic field interference and artifacts,
which are commonly encountered in electromagnetic coil systems.
[0106] As indicated above, the multiple-paired coil embodiments of the invention are not
limited to the embodiment described above, wherein two additional pairs of electromagnetic
coils are uniformly positioned on the front of a subject. Referring now to Figs. 13-17,
there are shown additional multiple-paired coil embodiments of the invention.
[0107] Referring first to Fig. 13, there is shown a multiple-paired coil embodiment, wherein
the two additional coil pairs 32a, 32b, and 34a, 34b are non-uniformly positioned
on front 101 of subject 100. As indicated, the additional coil pairs can be positioned
at any appropriate (or desired) positions on the torso of subject 100.
[0108] Additional paired coils (e.g., transmission coil 36a paired with receive coil 36b,
and transmission coil 38a paired with receive coil 38b) can also be positioned on
back 102 of subject 100, as illustrated in Fig. 14. Coils 36a, 36b, 38a, 38b can be
positioned uniformly, as shown in Fig. 14, or non-uniformly, as illustrated in Fig.
15.
[0109] Referring now to Figs. 16-17, there is shown another multiple-paired coil embodiment,
wherein additional paired coils are positioned on the torso of subject 100. As illustrated
in Fig. 16, additional paired coils (e.g., transmission coil 33a paired with receive
coil 33b, and transmission coil 35a paired with receive coil 35b) can be positioned
on front 101 of subject 100. In the noted embodiment, transmission coil 33a is preferably
positioned above and between transmission coils 32a and 22a, and transmission coil
35a is preferably positioned above and between transmission coils 22a and 34a. Receive
coil 33b is preferably positioned above and between receive coils 32b and 24b, and
receive coil 35b is preferably positioned above and between receive coils 24b and
34b.
[0110] As illustrated in Figs. 16 and 17, additional paired coils (e.g., transmission coil
37a paired with receive coil 37b, and transmission coil 39a paired with receive coil
39b) can be also positioned on opposite sides of the subject 100.
[0111] Additionally, the transmission coils and receive coils disclosed herein need not
necessarily be paired one-to-one. For example, a single receive coil may be configured
to receive transmissions from multiple transmission coils, and a single transmission
coil may be configured to transmit to multiple receive coils.
[0112] As indicated above, the multiple-paired coil embodiments of the invention are not
limited to the multiple-paired coil embodiments shown in Figs. 6-17. It is again emphasized
that the multiple-paired coil embodiments can include any number of additional pairs
of electromagnetic coils. Further, the position of the additional coils and the function
thereof can also be readily modified and/or adapted for a particular application within
the scope of the present invention.
[0113] In some embodiments of the invention, the data acquisition subsystem 20 can include
means for directly monitoring the orientation and/or movement of subject 100, e.g.,
spatial parameters. According to the invention, various conventional means can be
employed to monitor or measure subject orientation and movement, including optical
encoders, proximity and Hall effect switches, laser interferometry, accelerometers,
gyroscopes, global positioning systems (GPS), and/or other spatial sensors.
[0114] In one embodiment, the means for directly monitoring the orientation and movement
of a subject includes at least one multi-function inertial sensor, e.g., 3-axis accelerometer
or 3-axis gyroscope. As is well known in the art, orientation and motion of a subject
can be readily determined from the signals or data transmitted by a multi-function
accelerometer.
[0115] According to the invention, the accelerometer can be disposed in any anatomically
appropriate position on a subject. In one embodiment of the invention, an accelerometer
(denoted "AC
1" in Fig. 8) is disposed proximate the base of the subject's sternum.
Control-Data Processing Subsystem
[0116] According to the present invention, control-data processing subsystem 40 can include
programs, instructions, and associated algorithms for performing the methods of the
invention, including control algorithms and associated parameters to control data
acquisition subsystem 20 and, hence, the paired electromagnetic coils, e.g., coils
22a, 22b, 24a, 24b, 32a, 32b, 34a, 34b and the function thereof, and the transmission
and receipt of coil transmissions, e.g., transmissions T
32, T
22, T
34, and T
24, as well as data transmission subsystem 50 and data monitoring subsystem 60. Such
is discussed in detail below.
[0117] Control-data processing subsystem 40 is further programmed and adapted to retrieve
and process coil transmissions or signals from the electromagnetic coils (e.g., coils
22a, 22b, 24a, 24b, 32a, 32b, 34a, 34b) in order to determine physiological information
associated with monitored subject 100, to retrieve, process, and interpret additional
signals transmitted by additional spatial parameter and physiological sensors (discussed
below), and to transmit selective coil data, physiological and spatial parameters,
physiological characteristics, and subject information to data monitoring subsystem
60.
[0118] In a preferred embodiment of the invention, control-data processing subsystem 40
further includes at least one "n-degrees-of-freedom" model or algorithm for determining
at least one respiratory characteristic (e.g., V
T) from the retrieved coil transmissions or signals (e.g., measured displacements of
the rib cage, abdomen, and chest wall).
[0119] In one embodiment, control-data processing subsystem 40 includes one or more "three-degrees-of-freedom"
models or algorithms for determining at least one respiratory characteristic (preferably,
a plurality of respiratory characteristics) from the retrieved coil transmissions
(or signals). Preferred "three-degrees-of-freedom" models (or algorithms) are set
forth in co-pending
U.S. Patent Application No. 12/231,692.
[0120] In some embodiments, control-data processing subsystem 40 is further programmed and
adapted to assess physiological characteristics and parameters by comparison with
stored physiological benchmarks. Control-data processing subsystem 40 can also be
programmed and adapted to assess respiratory and spatial characteristics and parameters
by comparison with stored respiratory and spatial benchmarks Control-data processing
subsystem 40 can generate status signals if corresponding characteristics or parameters
are present. The benchmarks may indicate, for example, adverse conditions or fitness
goals, and the status signals may include warnings or alarms.
[0121] Control-data processing subsystem 40 also preferably includes suitable algorithms
that are designed and adapted to determine respiratory characteristics, parameters,
and statuses from measured multiple, interactive chest wall displacements. The algorithms
are also preferably adapted to discount measured chest wall displacements that are
associated with non-respiration movement, e.g., twisting of the torso, to enhance
the accuracy of respiratory characteristic (and/or parameter) determinations.
[0122] Control-data processing subsystem 40 additionally preferably includes suitable programs,
algorithms, and instructions to generate three-dimensional models of subject's chest
wall from the measured multiple, interactive chest wall displacements.
[0123] According to the invention, various programs and methods known in the mathematical
arts (e.g., differential geometric methods) can be employed to process the signals
(reflecting the chest wall distances and displacement) into a representation of the
shape of the torso. Indeed, it is known that providing sufficient distances defined
on a two dimensional surface (a metric) permit the shape of the surface to be constructed
in a three dimensional space. See, e.g.,
Badler, et al., "Simulating Humans: Computer Graphics, Animation, and Control", (New
York: Oxford University Press, 1993) and
DeCarlo, et al., "Integrating Anatomy and Physiology for Behavior Modeling", Medicine
Meets Virtual Reality 3 (San Diego, 1995).
[0124] Preferably, in some embodiments of the invention, control-data processing subsystem
40 is further programmed and adapted to determine additional and, in some instances,
interrelated anatomical parameters, such as bending, twisting, coughing, etc., from
the measured multiple, interactive chest wall displacements. In one embodiment, control-data
processing subsystem 40 is programmed and adapted to compare retrieved coil transmissions
reflecting measured chest wall displacements with stored selective combinations of
coil transmissions and chest wall parameters that are associated therewith (e.g.,
"normal respiration and bending", "normal respiration and coughing").
[0125] By way of example, in one embodiment, a first chest wall parameter (CWP
1) defined as (or reflecting) "normal respiration and twisting of the torso" is stored
in control-data processing subsystem 40. The coil transmissions and data associated
with the first chest wall parameter (CWP
1) include transmissions T
32, T
22, T
34, and T
24 received by receive coil 24b that can represent displacements x, y, and z.
[0126] During monitoring of subject 100, similar coil transmissions may be received by receive
coil 24b. Control-data processing subsystem 40 then compares the detected (or retrieved)
transmissions to the stored transmissions and chest wall parameters associated therewith
to determine (in real-time) the chest wall movement and, hence, respiratory activity
based thereon; in this instance "normal respiration and twisting of the torso".
[0127] In some embodiments, the signals transmitted by the accelerometer (e.g., spatial
parameter signals) are employed with the detected coil transmissions to determine
and classify chest wall movement and associated respiratory activity of the monitored
subject. In the noted embodiments, each stored chest wall parameter also includes
spatial parameter signals associated with the chest wall parameter (e.g., normal respiration
and twisting of the torso). According to the invention, controldata processing subsystem
40 is adapted to compare retrieved coil transmissions and spatial parameter signals
to the stored transmissions and spatial parameter signals, and the chest wall parameters
associated therewith, to determine the chest wall movement and, hence, respiratory
activity based thereon.
[0128] In some embodiments, the spatial parameter signals are used to generate a spatial
model of the subject. The spatial model can be two-dimensional or three-dimensional,
and can reflect the real-time orientation and movement of the subject. The spatial
model can be displayed to provide the subject or another with a representation of
the real-time orientation and movement of the subject.
[0129] In some embodiments of the invention, control-data processing subsystem 40 is programmed
and adapted to determine chest wall movement and respiratory activity based on retrieved
coil transmissions, spatial parameter signals, and audio signals. In the noted embodiments,
data acquisition subsystem 20 can also include an audio sensor, such as, e.g., a microphone,
that is disposed in an anatomically appropriate position on a subject, e.g., proximate
the throat.
[0130] According to the invention, each stored chest wall parameter also includes at least
one audio parameter (e.g., > N db, based on the audio signal) that is associated with
the chest wall parameter (e.g., normal respiration and coughing). Suitable speech
and cough parameters (and threshold determinations) are set forth in
U.S. Patent No. 7,267,652, issued September 11, 2007, which is incorporated by reference herein in its entirety.
[0131] Upon receipt of coil transmissions, spatial parameter signals, and audio signals,
control-data processing subsystem 40 compares the retrieved coil transmissions, spatial
parameter signals, and audio signals to the stored transmissions, spatial parameter
signals, and audio parameters, and the chest wall parameters associated therewith,
to determine the chest wall movement and respiratory activity based thereon (e.g.,
normal respiration and coughing).
[0132] In some embodiments of the invention, control-data processing subsystem 40 is programmed
and adapted to determine fitness activity based on retrieved coil transmissions, spatial
parameter signals, and audio signals. In the noted embodiments, data acquisition subsystem
20 may also include an audio sensor, such as, for example, a microphone, that is disposed
in an anatomically appropriate position on a subject (e.g., proximate the throat).
[0133] Upon receipt of coil transmissions, spatial parameter signals, and audio signals,
control-data processing subsystem 40 compares the retrieved coil transmissions, spatial
parameter signals, and audio signals to the stored transmissions, spatial parameter
signals, and audio parameters, and the chest wall parameters associated therewith,
to determine a fitness activity of the subject (e.g., running, jogging, stretching,
swimming, performing push-ups, performing sit-ups, performing chin-ups, performing
arm curls, playing basketball, playing baseball, or playing soccer).
[0134] Referring first to Fig. 1, there is shown a schematic illustration of one embodiment
of a physiology monitoring system according to the present invention. As illustrated
in Fig. 1, the physiology monitoring system 10 preferably includes a data acquisition
subsystem 20, a control-data processing subsystem 40, a data transmission subsystem
50, a data monitoring subsystem 60, and a power source 70, such as a battery. Control-data
processing subsystem 40 is also referred to herein as "processor subsystem," "processing
subsystem," and "data processing subsystem." The terms control-data processing subsystem,
processor subsystem, processing subsystem, and data processing subsystem are used
interchangeably in the present application.
Data Monitoring Subsystem
[0135] According to embodiments of the invention, data monitoring subsystem 60 is designed
and adapted to receive and, in some embodiments, to selectively monitor coil transmissions
or signals (e.g., transmissions T
32, T
22, T
34, and T
24) and to display parameters associated therewith (e.g., displacement(s) along a selective
axis), and/or a chest wall parameter (e.g., CWP
1), and/or a respiratory characteristic (e.g., V
T) or event.
[0136] Data monitoring subsystem 60 is further preferably designed and adapted to display
selective subject parameters, characteristics, information, and warnings or alarms.
Data monitoring subsystem 60 can also be adapted to display data or broadcast data
aurally. The aurally presented data can be voice messages, music, or other noises
signifying an event. Data monitoring subsystem 60 can be adapted to allow headphones
or speakers to connect to the data monitoring subsystem, either wireless or wired,
to broadcast the aural data. Data monitoring subsystem 60 can be adapted to include
a display, or to allow a display to connect to the data monitoring subsystem, to display
the data. Such display can include, for example, a liquid crystal display (LCD), a
plasma display, a cathode ray tube (CRT) display, a light emitting diode (LED) display,
or an organic light emitting diode (OLED) display.
[0137] In some embodiments of the invention, data monitoring subsystem 60 is also adapted
to receive and, in some embodiments, selectively monitor spatial parameter signals
and signals transmitted by additional anatomical and physiological sensors (e.g.,
signals indicating skin temperature, or SpO
2) and to display parameters and information associated therewith. The parameters can
be associated with an athlete's physical activity. Physical or anatomical parameters
measured and/or calculated may include, for example, time, location, distance, speed,
pace, stride count, stride length, stride rate, and/or elevation. Physiological parameters
measured and/or calculated may include, for example, heart rate, respiration rate,
blood oxygen level, blood flow, hydration status, calories burned, muscle fatigue,
and/or body temperature. In an embodiment, performance parameters may also include
mental or emotional parameters such as, for example, stress level or motivation level.
Mental and emotional parameters may be measured and/or calculated directly or indirectly
either through posing questions to the athlete or by measuring things such as, for
example, trunk angle or foot strike characteristics while running.
[0138] In some embodiments of the invention, data monitoring subsystem 60 includes a local
electronic module or local data unit (LDU). The term "local" as used in connection
with an LDU is intended to mean that the LDU is disposed close to the electromagnetic
coils, such as on or in a wearable garment containing the coils (discussed in detail
below).
[0139] In some embodiments of the invention, the LDU is preferably adapted to receive and
monitor coil transmissions (or signals), to preprocess the coil transmissions, to
store the coil transmissions and related data, and to display selective data, parameters,
physiological characteristics, and subject information.
[0140] In some embodiments, the LDU is also adapted to receive and monitor the spatial parameter
transmissions (or signals) and additional signals transmitted by additional anatomical
and physiological sensors (if employed), to preprocess the signals, to store the signals
and related data, and to display selective data, physiological and spatial parameters,
physiological characteristics, and subject information via a variety of media, such
as a personal digital assistant (PDA), a mobile phone, and/or a computer monitor,
etc.
[0141] In some embodiments, the LDU includes a remote monitor or monitoring facility. In
these embodiments, the LDU is further adapted to transmit selective coil and sensor
data, physiological parameters and characteristics, spatial parameters, and subject
information to the remote monitor or facility.
[0142] In some embodiments of the invention, the LDU includes the features and functions
of control-data processing subsystem 40 (e.g., an integral control-processing/monitoring
subsystem) and, hence, is also adapted to control data acquisition subsystem 20. The
LDU is thus adapted to control the paired coils that are employed, to determine selective
physiological characteristics and parameters, to assess physiological characteristics
and parameters for adverse conditions, and to generate warnings or alarms if adverse
characteristics or parameters are present.
[0143] Suitable LDUs are described in co-pending International Application No.
PCT/US2005/021433 (Pub. No.
WO 2006/009830 A2), published January 26, 2006, which is incorporated by reference herein in its entirety.
[0144] In some embodiments of the invention, monitoring subsystem 60 includes a separate,
remote monitor or monitoring facility. According to embodiments of the invention,
the remote monitor or facility is adapted to receive sensor data and information,
physiological and spatial parameters, physiological characteristics, and subject information
from controldata processing subsystem 40, and to display the selective coil sensor
data and information, physiological and spatial parameters, physiological characteristics,
and subject information via a variety of mediums, such as a PDA, computer monitor,
etc.
Data Transmission Subsystem
[0145] According to embodiments of the invention, various communication links and protocols
can be employed to transmit control signals to data acquisition subsystem 20 and,
hence, paired coils, and to transmit coil transmissions (or signals) from the paired
coils to control-data processing subsystem 40. Various communication links and protocols
can be employed to transmit data and information, including coil transmissions (or
signals) and related parameters, physiological characteristics, spatial parameters,
and subject information from controldata processing subsystem 40 to data monitoring
subsystem 60.
[0146] In some embodiments of the invention, the communication link between data acquisition
subsystem 20 and control-data processing subsystem 40 includes conductive wires or
similar direct communication means. In some embodiments, the communication link between
data acquisition subsystem 20 and control-data processing subsystem 40, as well as
between control-data processing subsystem 40 and data monitoring subsystem 60, is
a wireless link.
[0147] According to embodiments of the invention, data transmission subsystem 50 is programmed
and adapted to monitor and control the noted communication links and, hence, transmissions
by and between data acquisition subsystem 20, control-data processing subsystem 40,
and data monitoring subsystem 60.
[0148] In some embodiments of the invention, data acquisition subsystem 20 includes at least
one additional physiological sensor (preferably, a plurality of additional physiological
sensors) adapted to monitor and record one or more physiological characteristics associated
with monitored subject 100. The physiological sensors can include, without limitation,
sensors that are adapted to monitor and record electrical activity of the brain, heart,
and other muscles (e.g., EEG, ECG, EMG), pulse rate, blood oxygen saturation level
(e.g., SpO
2), skin temperature, and core temperature. Physiological parameters measured and/or
calculated may include, for example, heart rate, respiration rate, blood oxygen level,
blood flow, hydration status, calories burned, muscle fatigue, and/or body temperature.
[0149] Exemplary physiological sensors are disclosed in
U.S. Patent No. 6,551,252,
U.S. Patent No. 7,267,652, and co-pending
U.S. Patent Application No. 11/764,527, filed June 18, 2007, each of which is incorporated by reference herein in its entirety.
[0150] According to exemplary embodiments of the invention, the additional sensors can be
disposed in a variety of anatomically appropriate positions on a subject. By way of
example, a first sensor (e.g., a pulse rate sensor) can be disposed proximate the
heart of subject 100 to monitor pulse rate, and a second sensor (e.g., a microphone)
can be disposed proximate the throat of subject 100 to monitor sounds emanating therefrom
(e.g., sounds reflecting coughing).
[0151] As indicated above, data acquisition subsystem 20 can also include one or more audio
sensors, such as, for example, a microphone, for monitoring sounds generated by a
monitored subject, and a speaker to enable two-way communication by and between the
monitored subject and a monitoring station or individual.
[0152] According to embodiments of the invention, the paired coils (e.g., electromagnetic
coils 22a, 22b, 24a, 24b, and the aforementioned additional sensors) can be positioned
on or proximate a subject by various suitable means. Thus, in some embodiments, the
paired coils and/or additional sensors can be directly attached to the subject.
[0153] According to embodiments of the invention, application of the coils and sensors to
the body of subject 100 can be achieved via a large range of adhesive techniques providing
appropriate strengths and duration of attachment, such as surgical tape and biocompatible
adhesives.
[0154] In some embodiments, the paired coils, additional sensors, processing and monitoring
systems (e.g., LDUs, if employed) are embedded in or carried by a wearable garment
or item that can be comfortably worn by a monitored subject. The associated wiring,
cabling, and other power and signal transmission apparatuses and/or systems can also
be embedded in the wearable garment.
[0155] According to embodiments of the invention, the wearable monitoring garment can be
one or more of a variety of garments, such as a shirt, vest or jacket, belt, cap,
patch, and the like. A suitable wearable monitoring garment (a vest) is illustrated
and described in co-pending
U.S. Patent Application No. 61/275,576, filed September 1, 2009, co-pending
U.S. Patent Application No. 12/869,576, filed concurrently herewith, co-pending
U.S. Patent Application No. 61/275,633, filed September 1, 2009, and co-pending
U.S. Patent Application No. 12/869,627, filed concurrently herewith, each of which is incorporated by reference herein in
its entirety.
[0156] Additional suitable garments are also disclosed in
U.S. Patent No. 7,267,652, issued September 11, 2007,
U.S. Patent No. 6,551,252, issued April 22, 2003, and
U.S. Patent No. 6,047,203, issued April 4, 2000; each of which is incorporated by reference herein in its entirety.
[0157] As set forth in the noted incorporated references, paired coils or magnetometers,
and additional sensors, processing and monitoring systems, LDUs, and other equipment
can be arranged in or carried by the wearable monitoring garment, for example, in
open or closed pockets, or attached to the garment, as by sewing, gluing, a hook and
pile system, e.g., VELCRO® such as that manufactured by Velcro, Inc., and the like.
[0158] The methods and systems of the invention, described above, thus provide numerous
significant advantages over conventional physiology monitoring methods and systems.
Among the advantages are the provision of methods and systems that provide (i) accurate,
real-time determination of a plurality of physiological characteristics, (ii) accurate
determination of a plurality of respiratory parameters and characteristics, (iii)
accurate assessment of chest wall movement(s) and the relationship(s) thereof to respiratory
activity and respiratory associated events, such as speaking and coughing, (iv) real-time
determination and characterization of respiratory events, and (v) real-time determination
and characterization of the orientation and movement of a subject.
[0159] A further significant advantage is the provision of additional and pertinent data
that facilitates three-dimensional modeling of chest wall shape and movement of ambulatory
subjects.
[0160] Another significant advantage of the invention is the provision of systems and associated
methods that facilitate evaluation and quantification of ventilatory mechanics (e.g.,
synchronous and asynchronous movement of the chest wall compartments) and "real-time"
three-dimensional modeling of the chest wall. As stated above, this has huge implications
in the field of use, as well as applications to specific disease states, such as asthma
and COPD, and to acute disease states, such as pneumo-thorax and pulmonary embolism.
[0161] Another advantage of the invention is the provision of systems for accurately determining
tidal volume (V
T) and other respiratory characteristics that do not require complex calibration algorithms
and associated methods. This similarly has huge implications in the field of use,
as well as applications for specific disease states, such as COPD.
[0162] Yet another advantage of the invention is the provision of monitoring systems that
allow for measurement of front to back separation between magnetometers as well as
vertical separation between different sets of magnetometers. This allows the system
to separate a desired signal and information from motion artifacts caused by ambulatory
motion.
[0163] Additional advantages and applications of the present invention are apparent with
reference to the systems and methods disclosed in
U.S. Patent Application No. 12/869,578, filed concurrently herewith,
U.S. Patent Application No. 12/869,582, filed concurrently herewith,
U.S. Patent Application No. 12/869,576, filed concurrently herewith,
U.S. Patent Application No. 12/869,592, filed concurrently herewith,
U.S. Patent Application No. 12/869,627, filed concurrently herewith,
U.S. Patent Application No. 12/869,625, filed concurrently herewith, and
U.S. Patent Application No. 12/869,586, filed concurrently herewith, each of which is incorporated by reference herein in
its entirety.
[0164] Without departing from the spirit and scope of this invention, one of ordinary skill
can make various changes and modifications to the invention to adapt it to various
usages and conditions. As such, these changes and modifications are properly, equitably,
and intended to be, within the full range of equivalence of the invention.
[0165] Further embodiments of the invention are mentioned as follows:
- 1. A fitness monitoring system for monitoring a subject engaged in a physical activity,
the system comprising:
a sensor subsystem including a first sensor and a second sensor, wherein the first
and second sensors are responsive to changes in distance therebetween, wherein the
sensor subsystem is configured to generate and transmit a distance signal representative
of the distance between the first and second sensors; and
a physiological sensor configured to generate and transmit a physiological signal
representative of a physiologic parameter of the subject; and
a processor subsystem in communication with the sensor subsystem and the physiological
sensor, the processor subsystem being configured to receive the distance signal and
the physiological signal, wherein the processor subsystem is configured to process
the physiological signal to obtain a signal that is representative of a physiological
parameter of the subject.
- 2. The fitness monitoring system of embodiment 1, wherein the first sensor is configured
to be secured to the skin of the subject.
- 3. The fitness monitoring system of embodiment 1, wherein the first sensor is adhered
to the skin by a biocompatible adhesive.
- 4. The fitness monitoring system of embodiment 3, wherein the second sensor is configured
to be secured to the skin of the subject.
- 5. The fitness monitoring system of embodiment 1, wherein the first and second sensors
comprise magnetometers.
- 6. The fitness monitoring system of embodiment 1, wherein the physiological sensor
is configured to monitor at least one of electrical activity of the brain, electrical
activity of the heart, pulse rate, blood oxygen saturation level, skin temperature,
EMG, ECG, EEG, and core temperature.
- 7. The fitness monitoring system of embodiment 1, further comprising a monitoring
subsystem configured to receive the distance signal, wherein the processor subsystem
is configured to process the distance signal to obtain a signal that is representative
of a respiratory parameter, and wherein the monitoring subsystem is configured to
display a representation of the respiratory parameter.
- 8. The fitness monitoring system of embodiment 7, wherein the processor subsystem
comprises a plurality of stored respiratory benchmarks, and wherein the processor
subsystem is further configured to compare the respiratory parameter to the plurality
of stored respiratory benchmarks and to generate and transmit a status signal in response
to a determination that the respiratory parameter corresponds to one of the stored
respiratory benchmarks.
- 9. The fitness monitoring system of embodiment 8, wherein the plurality of stored
respiratory benchmarks comprise at least one of adverse fitness states and fitness
goals.
- 10. The fitness monitoring system of embodiment 1, wherein the processor subsystem
is further configured to determine a respiratory activity of the subject based on
the distance signal and to generate and transmit a respiratory activity signal representative
of the respiratory activity.
- 11. The fitness monitoring system of embodiment 1, wherein the processor subsystem
comprises a plurality of stored physiological benchmarks, and wherein the processor
subsystem is further configured to compare the physiological parameter to the stored
physiological benchmarks and to generate and transmit a status signal in response
to a determination that the physiological parameter corresponds to one of the stored
physiological benchmarks.
- 12. A fitness monitoring system for monitoring a subject engaged in a physical activity,
the system comprising:
a sensor subsystem comprising:
a first sensor and a second sensor, wherein the first and second sensors are responsive
to changes in distance therebetween, wherein the sensor subsystem is configured to
generate and transmit a distance signal representative of the distance between the
first and second sensors; and
a third sensor, wherein the third sensor is a spatial sensor configured to detect
movement of the subject, wherein the sensor subsystem is configured to generate and
transmit a spatial signal representative of a movement of a body part of the subject;
and
a processor subsystem in communication with the sensor subsystem, the processor subsystem
being configured to receive the distance signal and the spatial signal.
- 13. The fitness monitoring system of embodiment 12, wherein the first and second sensors
comprise magnetometers.
- 14. The fitness monitoring system of embodiment 12, wherein the spatial sensor is
configured to detect the orientation of a body part of the subject, and wherein the
spatial signal includes representative of the orientation of the body part.
- 15. The fitness monitoring system of embodiment 12, wherein the first and second sensors
are configured to be secured directly to the subject's skin.
- 16. The fitness monitoring system of embodiment 15, wherein the first and second sensors
are configured to be secured to the skin by surgical tape.
- 17. The fitness monitoring system of embodiment 15, wherein the first and second sensors
are configured to be secured to the skin by a biocompatible adhesive
- 18. The fitness monitoring system of embodiment 12, wherein the sensor subsystem comprises
a plurality of sensors responsive to changes in distance therebetween.
- 19. The fitness monitoring system of embodiment 18 wherein the sensor subsystem is
configured to generate and transmit a plurality of distance signals, and wherein each
distance signal is representative of a distance between at least two magnetometers.
- 20. The fitness monitoring system of embodiment 12, wherein the spatial sensor includes
at least one of an optical encoder, a proximity switch, a Hall effect switch, a laser
interferometry system, an inertial sensor, and a global positioning system.
- 21. The fitness monitoring system of embodiment 12, further comprising a monitoring
subsystem, wherein the processor subsystem is configured to process the distance signal
to obtain a signal that is representative of a respiratory parameter, and wherein
the monitoring subsystem is configured to display a representation of the respiratory
parameter.
- 22. The fitness monitoring system of embodiment 21, wherein the processor subsystem
comprises a plurality of stored respiratory benchmarks, and wherein the processor
subsystem is further configured to compare the respiratory parameter to the plurality
of stored respiratory benchmarks and to generate and transmit a status signal in response
to a determination that the distance signal corresponds to one of the stored respiratory
benchmarks.
- 23. The fitness monitoring system of embodiment 22, wherein the plurality of stored
respiratory benchmarks comprises at least one of adverse fitness states and fitness
goals.
- 24. The fitness monitoring system of embodiment 12, wherein the processor subsystem
is further configured to determine a respiratory activity of the subject based on
the distance signal, and to generate and transmit a respiratory activity signal representative
of the respiratory activity.
- 25. The fitness monitoring system of embodiment 12, wherein the processor subsystem
comprises a plurality of stored spatial benchmarks, and wherein the processor subsystem
is further configured to compare the spatial signal to the plurality of stored spatial
benchmarks, and to generate and transmit a status signal in response to a determination
that the spatial signal corresponds to one of the stored spatial benchmarks.
- 26. The fitness monitoring system of embodiment 25, wherein the plurality of stored
spatial benchmarks comprises at least one of adverse fitness states and fitness goals.
- 27. The fitness monitoring system of embodiment 12, wherein the processor subsystem
is further configured to determine a fitness activity of the subject based on the
spatial signal, and to generate and transmit a fitness activity signal representative
of the fitness activity.
- 28. The fitness monitoring system of embodiment 14, wherein the processor subsystem
is further configured to generate a three-dimensional spatial model of the orientation
and movement of the subject based on the spatial signal.
- 29. A method for monitoring a subject engaged in a physical activity, the method comprising:
generating a distance signal representative of the distance between a first sensor
and a second sensor and transmitting the respiratory signal to a processor subsystem,
wherein the respiratory signal is generated by a sensor subsystem, wherein the first
and second sensors are responsive to changes in distance therebetween;
generating a spatial signal representative of an orientation of a body part of the
subject and transmitting the spatial signal to the processor subsystem; and
receiving the respiratory signal and the spatial signal at the processor subsystem.
- 30. The method of embodiment 29, further comprising generating a physiological signal
representative of a physiological parameter of the subject and transmitting the physiological
signal to a processor subsystem;
- 31. The method of embodiment 29, further comprising displaying a representation of
the respiratory parameter.
- 32. The method of embodiment 29, further comprising:
processing the respiratory signal to obtain a signal which is representative of a
respiratory parameter of the subject, and comparing the respiratory parameter to a
plurality of stored respiratory benchmarks; and
generating and transmitting a status signal in response to a determination that the
respiratory parameter corresponds to one of the stored respiratory benchmarks.
- 33. The method of embodiment 32, wherein the plurality of stored respiratory benchmarks
comprise at least one of adverse fitness states and fitness goals.
- 34. The method of embodiment 29, further comprising:
determining a respiratory activity of the subject based on the respiratory signal;
and
generating and transmitting a respiratory activity signal representative of the respiratory
activity.
- 35. The method of embodiment 29, further comprising:
comparing the orientation of the body part to a plurality of stored spatial benchmarks;
and
generating and transmitting a status signal in response to a determination that the
orientation of the body part corresponds to one of the stored spatial benchmarks.
- 36. The method of embodiment 35, wherein the plurality of stored spatial benchmarks
comprises at least one of adverse fitness states and fitness goals.
- 37. The method of embodiment 29, further comprising:
determining at least one fitness activity of the subject based on the spatial signal;
and
generating and transmitting a spatial activity signal representative of the spatial
activity.
- 38. The method of embodiment 29, further comprising generating a three-dimensional
spatial model of the orientation and movement of the subject based on the spatial
signal.
- 39. The method of embodiment 30, further comprising:
comparing the physiological signal to a plurality of stored physiological benchmarks;
and
generating and transmitting a status signal in response to a determination that the
physiological signal corresponds to one of the stored physiological benchmarks.
- 40. The method of embodiment 39, wherein the plurality of stored physiological benchmarks
comprises at least one of adverse fitness states and fitness goals.
- 41. The method of embodiment 29, wherein the spatial signal further represents movement
of a body part of the subject.